Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 38471 |
| Missing cells | 67074 |
| Missing cells (%) | 7.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.3 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Numeric | 8 |
|---|---|
| DateTime | 2 |
| Categorical | 14 |
| Boolean | 1 |
Returned has constant value "True" | Constant |
Customer ID has a high cardinality: 1587 distinct values | High cardinality |
Customer Name has a high cardinality: 795 distinct values | High cardinality |
City has a high cardinality: 3475 distinct values | High cardinality |
State has a high cardinality: 1072 distinct values | High cardinality |
Country has a high cardinality: 147 distinct values | High cardinality |
Product ID has a high cardinality: 9815 distinct values | High cardinality |
Product Name has a high cardinality: 3750 distinct values | High cardinality |
Sub-Category is highly correlated with Returned and 1 other fields | High correlation |
Region is highly correlated with Returned | High correlation |
Returned is highly correlated with Sub-Category and 6 other fields | High correlation |
Order Priority is highly correlated with Returned | High correlation |
Category is highly correlated with Sub-Category and 1 other fields | High correlation |
Ship Mode is highly correlated with Returned | High correlation |
Market is highly correlated with Returned | High correlation |
Segment is highly correlated with Returned | High correlation |
Postal Code has 30915 (80.4%) missing values | Missing |
Returned has 36159 (94.0%) missing values | Missing |
df_index is uniformly distributed | Uniform |
df_index has unique values | Unique |
Discount has 21767 (56.6%) zeros | Zeros |
Profit has 510 (1.3%) zeros | Zeros |
ship_delay has 1987 (5.2%) zeros | Zeros |
Reproduction
| Analysis started | 2021-10-15 07:52:47.756270 |
|---|---|
| Analysis finished | 2021-10-15 07:52:59.188527 |
| Duration | 11.43 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 38471 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25664.07925 |
|---|---|
| Minimum | 0 |
| Maximum | 51294 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 300.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2572.5 |
| Q1 | 12835.5 |
| median | 25602 |
| Q3 | 38518.5 |
| 95-th percentile | 48757.5 |
| Maximum | 51294 |
| Range | 51294 |
| Interquartile range (IQR) | 25683 |
Descriptive statistics
| Standard deviation | 14811.31478 |
|---|---|
| Coefficient of variation (CV) | 0.5771223908 |
| Kurtosis | -1.199828273 |
| Mean | 25664.07925 |
| Median Absolute Deviation (MAD) | 12841 |
| Skewness | 0.00232785384 |
| Sum | 987322793 |
| Variance | 219375045.4 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 19164 | 1 | < 0.1% |
| 41697 | 1 | < 0.1% |
| 47842 | 1 | < 0.1% |
| 45795 | 1 | < 0.1% |
| 35556 | 1 | < 0.1% |
| 33509 | 1 | < 0.1% |
| 37607 | 1 | < 0.1% |
| 49901 | 1 | < 0.1% |
| 8945 | 1 | < 0.1% |
| Other values (38461) | 38461 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 5 | 1 | |
| 8 | 1 |
| Value | Count | Frequency (%) |
| 51294 | 1 | |
| 51293 | 1 | |
| 51292 | 1 | |
| 51291 | 1 | |
| 51290 | 1 |
Order Date
Date
| Distinct | 1424 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| Minimum | 2011-01-01 00:00:00 |
|---|---|
| Maximum | 2014-12-31 00:00:00 |
Histogram with fixed size bins (bins=50)
Ship Date
Date
| Distinct | 1463 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| Minimum | 2011-01-03 00:00:00 |
|---|---|
| Maximum | 2015-01-07 00:00:00 |
Histogram with fixed size bins (bins=50)
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| Standard Class | |
|---|---|
| Second Class | |
| First Class | |
| Same Day | 2065 |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 12.84344051 |
| Min length | 8 |
Characters and Unicode
| Total characters | 494100 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Standard Class |
|---|---|
| 2nd row | Standard Class |
| 3rd row | Second Class |
| 4th row | Second Class |
| 5th row | First Class |
| Value | Count | Frequency (%) |
| Standard Class | 23148 | |
| Second Class | 7670 | 19.9% |
| First Class | 5588 | 14.5% |
| Same Day | 2065 | 5.4% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| class | 36406 | |
| standard | 23148 | |
| second | 7670 | 10.0% |
| first | 5588 | 7.3% |
| same | 2065 | 2.7% |
| day | 2065 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 86832 | |
| s | 78400 | |
| d | 53966 | |
| 38471 | ||
| C | 36406 | |
| l | 36406 | |
| S | 32883 | 6.7% |
| n | 30818 | 6.2% |
| t | 28736 | 5.8% |
| r | 28736 | 5.8% |
| Other values (8) | 42446 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 378687 | |
| Uppercase Letter | 76942 | 15.6% |
| Space Separator | 38471 | 7.8% |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 86832 | |
| s | 78400 | |
| d | 53966 | |
| l | 36406 | |
| n | 30818 | 8.1% |
| t | 28736 | 7.6% |
| r | 28736 | 7.6% |
| e | 9735 | 2.6% |
| c | 7670 | 2.0% |
| o | 7670 | 2.0% |
| Other values (3) | 9718 | 2.6% |
| Value | Count | Frequency (%) |
| C | 36406 | |
| S | 32883 | |
| F | 5588 | 7.3% |
| D | 2065 | 2.7% |
| Value | Count | Frequency (%) |
| 38471 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 455629 | |
| Common | 38471 | 7.8% |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 86832 | |
| s | 78400 | |
| d | 53966 | |
| C | 36406 | |
| l | 36406 | |
| S | 32883 | 7.2% |
| n | 30818 | 6.8% |
| t | 28736 | 6.3% |
| r | 28736 | 6.3% |
| e | 9735 | 2.1% |
| Other values (7) | 32711 | 7.2% |
| Value | Count | Frequency (%) |
| 38471 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494100 |
Most frequent character per block
| Value | Count | Frequency (%) |
| a | 86832 | |
| s | 78400 | |
| d | 53966 | |
| 38471 | ||
| C | 36406 | |
| l | 36406 | |
| S | 32883 | 6.7% |
| n | 30818 | 6.2% |
| t | 28736 | 5.8% |
| r | 28736 | 5.8% |
| Other values (8) | 42446 |
| Distinct | 1587 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| PO-18850 | 79 |
|---|---|
| CK-12205 | 71 |
| BE-11335 | 70 |
| ZC-21910 | 68 |
| EM-13960 | 67 |
| Other values (1582) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.815887292 |
| Min length | 5 |
Characters and Unicode
| Total characters | 300685 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | SP-20860 |
|---|---|
| 2nd row | JD-15895 |
| 3rd row | AB-10600 |
| 4th row | GH-14410 |
| 5th row | KW-16435 |
| Value | Count | Frequency (%) |
| PO-18850 | 79 | 0.2% |
| CK-12205 | 71 | 0.2% |
| BE-11335 | 70 | 0.2% |
| ZC-21910 | 68 | 0.2% |
| EM-13960 | 67 | 0.2% |
| JG-15805 | 67 | 0.2% |
| BW-11110 | 66 | 0.2% |
| SW-20755 | 65 | 0.2% |
| WB-21850 | 64 | 0.2% |
| MY-18295 | 64 | 0.2% |
| Other values (1577) | 37790 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| po-18850 | 79 | 0.2% |
| ck-12205 | 71 | 0.2% |
| be-11335 | 70 | 0.2% |
| zc-21910 | 68 | 0.2% |
| jg-15805 | 67 | 0.2% |
| em-13960 | 67 | 0.2% |
| bw-11110 | 66 | 0.2% |
| sw-20755 | 65 | 0.2% |
| mp-17965 | 64 | 0.2% |
| my-18295 | 64 | 0.2% |
| Other values (1577) | 37790 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 41114 | |
| - | 38471 | |
| 0 | 32455 | 10.8% |
| 5 | 29920 | 10.0% |
| 2 | 16176 | 5.4% |
| 8 | 11089 | 3.7% |
| 6 | 11031 | 3.7% |
| 7 | 11010 | 3.7% |
| 3 | 10926 | 3.6% |
| 4 | 10800 | 3.6% |
| Other values (30) | 87693 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 185272 | |
| Uppercase Letter | 76797 | |
| Dash Punctuation | 38471 | 12.8% |
| Lowercase Letter | 145 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| M | 6765 | 8.8% |
| C | 6660 | 8.7% |
| S | 6555 | 8.5% |
| B | 6339 | 8.3% |
| D | 4908 | 6.4% |
| J | 4649 | 6.1% |
| A | 4415 | 5.7% |
| H | 3920 | 5.1% |
| P | 3880 | 5.1% |
| R | 3647 | 4.7% |
| Other values (16) | 25059 |
| Value | Count | Frequency (%) |
| 1 | 41114 | |
| 0 | 32455 | |
| 5 | 29920 | |
| 2 | 16176 | 8.7% |
| 8 | 11089 | 6.0% |
| 6 | 11031 | 6.0% |
| 7 | 11010 | 5.9% |
| 3 | 10926 | 5.9% |
| 4 | 10800 | 5.8% |
| 9 | 10751 | 5.8% |
| Value | Count | Frequency (%) |
| p | 57 | |
| o | 54 | |
| l | 34 |
| Value | Count | Frequency (%) |
| - | 38471 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 223743 | |
| Latin | 76942 | 25.6% |
Most frequent character per script
| Value | Count | Frequency (%) |
| M | 6765 | 8.8% |
| C | 6660 | 8.7% |
| S | 6555 | 8.5% |
| B | 6339 | 8.2% |
| D | 4908 | 6.4% |
| J | 4649 | 6.0% |
| A | 4415 | 5.7% |
| H | 3920 | 5.1% |
| P | 3880 | 5.0% |
| R | 3647 | 4.7% |
| Other values (19) | 25204 |
| Value | Count | Frequency (%) |
| 1 | 41114 | |
| - | 38471 | |
| 0 | 32455 | |
| 5 | 29920 | |
| 2 | 16176 | 7.2% |
| 8 | 11089 | 5.0% |
| 6 | 11031 | 4.9% |
| 7 | 11010 | 4.9% |
| 3 | 10926 | 4.9% |
| 4 | 10800 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300685 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 41114 | |
| - | 38471 | |
| 0 | 32455 | 10.8% |
| 5 | 29920 | 10.0% |
| 2 | 16176 | 5.4% |
| 8 | 11089 | 3.7% |
| 6 | 11031 | 3.7% |
| 7 | 11010 | 3.7% |
| 3 | 10926 | 3.6% |
| 4 | 10800 | 3.6% |
| Other values (30) | 87693 |
| Distinct | 795 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| c1301105bfca084673e0bb8fa3103221 | 84 |
|---|---|
| 8fe3138a7ef91d7f8635f63b9d5331ad | 83 |
| f054cc2c916e6fd23d9afd7e4f101362 | 81 |
| 57a1a3a30c5c54262ba894270d3c3314 | 81 |
| 9d5201e7963b7f4c2136b5168dbd91f9 | 80 |
| Other values (790) |
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 32 |
| Min length | 32 |
Characters and Unicode
| Total characters | 1231072 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | a7d03c30d416fc5f7d695b495884fdd7 |
|---|---|
| 2nd row | 1b2850c124acd1bc24237b4b5228b65e |
| 3rd row | 6acab08bb2b385c8569adfd24730ee01 |
| 4th row | 1528a0a296f3ecf500753855ea9a21a5 |
| 5th row | 648a7c6f93ee0f453ee1378466a84ff8 |
| Value | Count | Frequency (%) |
| c1301105bfca084673e0bb8fa3103221 | 84 | 0.2% |
| 8fe3138a7ef91d7f8635f63b9d5331ad | 83 | 0.2% |
| f054cc2c916e6fd23d9afd7e4f101362 | 81 | 0.2% |
| 57a1a3a30c5c54262ba894270d3c3314 | 81 | 0.2% |
| 9d5201e7963b7f4c2136b5168dbd91f9 | 80 | 0.2% |
| 2d806890acc865414ad191e4f11ec62a | 77 | 0.2% |
| 0e64857da6f1a22cf71a0bdefb9f2bbc | 74 | 0.2% |
| a9066b389900001da23e2dd934673faf | 74 | 0.2% |
| 3e8c46cbd78f47c95668adf74cef15af | 74 | 0.2% |
| cdb986bad53909051244769475ad755f | 73 | 0.2% |
| Other values (785) | 37690 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| c1301105bfca084673e0bb8fa3103221 | 84 | 0.2% |
| 8fe3138a7ef91d7f8635f63b9d5331ad | 83 | 0.2% |
| f054cc2c916e6fd23d9afd7e4f101362 | 81 | 0.2% |
| 57a1a3a30c5c54262ba894270d3c3314 | 81 | 0.2% |
| 9d5201e7963b7f4c2136b5168dbd91f9 | 80 | 0.2% |
| 2d806890acc865414ad191e4f11ec62a | 77 | 0.2% |
| 0e64857da6f1a22cf71a0bdefb9f2bbc | 74 | 0.2% |
| a9066b389900001da23e2dd934673faf | 74 | 0.2% |
| 3e8c46cbd78f47c95668adf74cef15af | 74 | 0.2% |
| cdb986bad53909051244769475ad755f | 73 | 0.2% |
| Other values (785) | 37690 |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 81147 | 6.6% |
| d | 79935 | 6.5% |
| e | 79877 | 6.5% |
| 9 | 79333 | 6.4% |
| 4 | 78484 | 6.4% |
| 0 | 78114 | 6.3% |
| 1 | 77314 | 6.3% |
| f | 77062 | 6.3% |
| 7 | 76657 | 6.2% |
| 2 | 76536 | 6.2% |
| Other values (6) | 446613 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 764340 | |
| Lowercase Letter | 466732 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 9 | 79333 | |
| 4 | 78484 | |
| 0 | 78114 | |
| 1 | 77314 | |
| 7 | 76657 | |
| 2 | 76536 | |
| 3 | 75898 | |
| 8 | 74417 | |
| 5 | 74169 | |
| 6 | 73418 |
| Value | Count | Frequency (%) |
| b | 81147 | |
| d | 79935 | |
| e | 79877 | |
| f | 77062 | |
| a | 74960 | |
| c | 73751 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 764340 | |
| Latin | 466732 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 9 | 79333 | |
| 4 | 78484 | |
| 0 | 78114 | |
| 1 | 77314 | |
| 7 | 76657 | |
| 2 | 76536 | |
| 3 | 75898 | |
| 8 | 74417 | |
| 5 | 74169 | |
| 6 | 73418 |
| Value | Count | Frequency (%) |
| b | 81147 | |
| d | 79935 | |
| e | 79877 | |
| f | 77062 | |
| a | 74960 | |
| c | 73751 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1231072 |
Most frequent character per block
| Value | Count | Frequency (%) |
| b | 81147 | 6.6% |
| d | 79935 | 6.5% |
| e | 79877 | 6.5% |
| 9 | 79333 | 6.4% |
| 4 | 78484 | 6.4% |
| 0 | 78114 | 6.3% |
| 1 | 77314 | 6.3% |
| f | 77062 | 6.3% |
| 7 | 76657 | 6.2% |
| 2 | 76536 | 6.2% |
| Other values (6) | 446613 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| Consumer | |
|---|---|
| Corporate | |
| Home Office |
Length
| Max length | 11 |
|---|---|
| Median length | 8 |
| Mean length | 8.842556731 |
| Min length | 8 |
Characters and Unicode
| Total characters | 340182 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Corporate |
|---|---|
| 2nd row | Corporate |
| 3rd row | Corporate |
| 4th row | Home Office |
| 5th row | Consumer |
| Value | Count | Frequency (%) |
| Consumer | 20019 | |
| Corporate | 11471 | |
| Home Office | 6981 | 18.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| consumer | 20019 | |
| corporate | 11471 | |
| office | 6981 | 15.4% |
| home | 6981 | 15.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 49942 | |
| e | 45452 | |
| r | 42961 | |
| C | 31490 | |
| m | 27000 | |
| n | 20019 | 5.9% |
| s | 20019 | 5.9% |
| u | 20019 | 5.9% |
| f | 13962 | 4.1% |
| p | 11471 | 3.4% |
| Other values (7) | 57847 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 287749 | |
| Uppercase Letter | 45452 | 13.4% |
| Space Separator | 6981 | 2.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 49942 | |
| e | 45452 | |
| r | 42961 | |
| m | 27000 | |
| n | 20019 | |
| s | 20019 | |
| u | 20019 | |
| f | 13962 | 4.9% |
| p | 11471 | 4.0% |
| a | 11471 | 4.0% |
| Other values (3) | 25433 |
| Value | Count | Frequency (%) |
| C | 31490 | |
| H | 6981 | 15.4% |
| O | 6981 | 15.4% |
| Value | Count | Frequency (%) |
| 6981 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 333201 | |
| Common | 6981 | 2.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 49942 | |
| e | 45452 | |
| r | 42961 | |
| C | 31490 | |
| m | 27000 | |
| n | 20019 | 6.0% |
| s | 20019 | 6.0% |
| u | 20019 | 6.0% |
| f | 13962 | 4.2% |
| p | 11471 | 3.4% |
| Other values (6) | 50866 |
| Value | Count | Frequency (%) |
| 6981 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 340182 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 49942 | |
| e | 45452 | |
| r | 42961 | |
| C | 31490 | |
| m | 27000 | |
| n | 20019 | 5.9% |
| s | 20019 | 5.9% |
| u | 20019 | 5.9% |
| f | 13962 | 4.1% |
| p | 11471 | 3.4% |
| Other values (7) | 57847 |
| Distinct | 3475 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| New York City | 707 |
|---|---|
| Los Angeles | 580 |
| Philadelphia | 402 |
| San Francisco | 376 |
| Manila | 323 |
| Other values (3470) |
Length
| Max length | 35 |
|---|---|
| Median length | 8 |
| Mean length | 8.424709521 |
| Min length | 2 |
Characters and Unicode
| Total characters | 324107 |
|---|---|
| Distinct characters | 76 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 591 ? |
|---|---|
| Unique (%) | 1.5% |
Sample
| 1st row | Murfreesboro |
|---|---|
| 2nd row | Oosterhout |
| 3rd row | Phnom Penh |
| 4th row | Lima |
| 5th row | London |
| Value | Count | Frequency (%) |
| New York City | 707 | 1.8% |
| Los Angeles | 580 | 1.5% |
| Philadelphia | 402 | 1.0% |
| San Francisco | 376 | 1.0% |
| Manila | 323 | 0.8% |
| Santo Domingo | 321 | 0.8% |
| Seattle | 315 | 0.8% |
| Houston | 284 | 0.7% |
| Tegucigalpa | 263 | 0.7% |
| Lagos | 260 | 0.7% |
| Other values (3465) | 34640 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| city | 1348 | 2.8% |
| san | 1271 | 2.7% |
| new | 737 | 1.5% |
| york | 734 | 1.5% |
| los | 682 | 1.4% |
| angeles | 584 | 1.2% |
| de | 464 | 1.0% |
| francisco | 408 | 0.9% |
| philadelphia | 402 | 0.8% |
| santo | 339 | 0.7% |
| Other values (3638) | 40989 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 41415 | 12.8% |
| n | 24347 | 7.5% |
| e | 23915 | 7.4% |
| o | 22914 | 7.1% |
| i | 20255 | 6.2% |
| r | 17864 | 5.5% |
| l | 16110 | 5.0% |
| s | 12155 | 3.8% |
| t | 11937 | 3.7% |
| u | 11734 | 3.6% |
| Other values (66) | 121461 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 265795 | |
| Uppercase Letter | 47596 | 14.7% |
| Space Separator | 9487 | 2.9% |
| Dash Punctuation | 955 | 0.3% |
| Other Punctuation | 266 | 0.1% |
| Open Punctuation | 3 | < 0.1% |
| Close Punctuation | 3 | < 0.1% |
| Final Punctuation | 2 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 41415 | |
| n | 24347 | 9.2% |
| e | 23915 | 9.0% |
| o | 22914 | 8.6% |
| i | 20255 | 7.6% |
| r | 17864 | 6.7% |
| l | 16110 | 6.1% |
| s | 12155 | 4.6% |
| t | 11937 | 4.5% |
| u | 11734 | 4.4% |
| Other values (32) | 63149 |
| Value | Count | Frequency (%) |
| S | 5624 | |
| C | 5417 | |
| M | 4539 | 9.5% |
| B | 3498 | 7.3% |
| L | 3223 | 6.8% |
| A | 3104 | 6.5% |
| P | 3022 | 6.3% |
| T | 1974 | 4.1% |
| D | 1917 | 4.0% |
| N | 1863 | 3.9% |
| Other values (17) | 13415 |
| Value | Count | Frequency (%) |
| ' | 262 | |
| . | 4 | 1.5% |
| Value | Count | Frequency (%) |
| 9487 |
| Value | Count | Frequency (%) |
| - | 955 |
| Value | Count | Frequency (%) |
| ’ | 2 |
| Value | Count | Frequency (%) |
| ( | 3 |
| Value | Count | Frequency (%) |
| ) | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 313391 | |
| Common | 10716 | 3.3% |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 41415 | 13.2% |
| n | 24347 | 7.8% |
| e | 23915 | 7.6% |
| o | 22914 | 7.3% |
| i | 20255 | 6.5% |
| r | 17864 | 5.7% |
| l | 16110 | 5.1% |
| s | 12155 | 3.9% |
| t | 11937 | 3.8% |
| u | 11734 | 3.7% |
| Other values (59) | 110745 |
| Value | Count | Frequency (%) |
| 9487 | ||
| - | 955 | 8.9% |
| ' | 262 | 2.4% |
| . | 4 | < 0.1% |
| ( | 3 | < 0.1% |
| ) | 3 | < 0.1% |
| ’ | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 322287 | |
| None | 1818 | 0.6% |
| Punctuation | 2 | < 0.1% |
Most frequent character per block
| Value | Count | Frequency (%) |
| a | 41415 | 12.9% |
| n | 24347 | 7.6% |
| e | 23915 | 7.4% |
| o | 22914 | 7.1% |
| i | 20255 | 6.3% |
| r | 17864 | 5.5% |
| l | 16110 | 5.0% |
| s | 12155 | 3.8% |
| t | 11937 | 3.7% |
| u | 11734 | 3.6% |
| Other values (48) | 119641 |
| Value | Count | Frequency (%) |
| á | 480 | |
| í | 386 | |
| ó | 313 | |
| é | 224 | |
| ã | 194 | |
| ú | 61 | 3.4% |
| ü | 43 | 2.4% |
| ç | 33 | 1.8% |
| ñ | 24 | 1.3% |
| â | 20 | 1.1% |
| Other values (7) | 40 | 2.2% |
| Value | Count | Frequency (%) |
| ’ | 2 |
| Distinct | 1072 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| California | 1518 |
|---|---|
| England | 1123 |
| New York | 866 |
| Texas | 759 |
| Ile-de-France | 725 |
| Other values (1067) |
Length
| Max length | 36 |
|---|---|
| Median length | 8 |
| Mean length | 9.641470198 |
| Min length | 3 |
Characters and Unicode
| Total characters | 370917 |
|---|---|
| Distinct characters | 84 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 91 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Tennessee |
|---|---|
| 2nd row | North Brabant |
| 3rd row | Phnom Penh |
| 4th row | Lima (city) |
| 5th row | England |
| Value | Count | Frequency (%) |
| California | 1518 | 3.9% |
| England | 1123 | 2.9% |
| New York | 866 | 2.3% |
| Texas | 759 | 2.0% |
| Ile-de-France | 725 | 1.9% |
| New South Wales | 600 | 1.6% |
| North Rhine-Westphalia | 543 | 1.4% |
| Queensland | 539 | 1.4% |
| San Salvador | 468 | 1.2% |
| National Capital | 440 | 1.1% |
| Other values (1062) | 30890 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| california | 1617 | 3.2% |
| new | 1609 | 3.1% |
| england | 1123 | 2.2% |
| south | 912 | 1.8% |
| york | 866 | 1.7% |
| north | 864 | 1.7% |
| texas | 759 | 1.5% |
| ile-de-france | 725 | 1.4% |
| wales | 627 | 1.2% |
| san | 596 | 1.2% |
| Other values (1165) | 41481 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 54764 | |
| n | 29578 | 8.0% |
| i | 25087 | 6.8% |
| e | 23322 | 6.3% |
| r | 21272 | 5.7% |
| o | 21243 | 5.7% |
| l | 17914 | 4.8% |
| t | 15922 | 4.3% |
| s | 14597 | 3.9% |
| 12708 | 3.4% | |
| Other values (74) | 134510 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 299227 | |
| Uppercase Letter | 53874 | 14.5% |
| Space Separator | 12708 | 3.4% |
| Dash Punctuation | 4340 | 1.2% |
| Other Punctuation | 610 | 0.2% |
| Open Punctuation | 79 | < 0.1% |
| Close Punctuation | 79 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 54764 | |
| n | 29578 | |
| i | 25087 | 8.4% |
| e | 23322 | 7.8% |
| r | 21272 | 7.1% |
| o | 21243 | 7.1% |
| l | 17914 | 6.0% |
| t | 15922 | 5.3% |
| s | 14597 | 4.9% |
| u | 11030 | 3.7% |
| Other values (40) | 64498 |
| Value | Count | Frequency (%) |
| C | 5699 | 10.6% |
| S | 5187 | 9.6% |
| A | 4167 | 7.7% |
| N | 3758 | 7.0% |
| M | 3079 | 5.7% |
| P | 3007 | 5.6% |
| B | 2684 | 5.0% |
| T | 2357 | 4.4% |
| W | 2286 | 4.2% |
| G | 1943 | 3.6% |
| Other values (18) | 19707 |
| Value | Count | Frequency (%) |
| ' | 571 | |
| . | 39 | 6.4% |
| Value | Count | Frequency (%) |
| 12708 |
| Value | Count | Frequency (%) |
| ( | 79 |
| Value | Count | Frequency (%) |
| ) | 79 |
| Value | Count | Frequency (%) |
| - | 4340 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 353101 | |
| Common | 17816 | 4.8% |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 54764 | |
| n | 29578 | 8.4% |
| i | 25087 | 7.1% |
| e | 23322 | 6.6% |
| r | 21272 | 6.0% |
| o | 21243 | 6.0% |
| l | 17914 | 5.1% |
| t | 15922 | 4.5% |
| s | 14597 | 4.1% |
| u | 11030 | 3.1% |
| Other values (68) | 118372 |
| Value | Count | Frequency (%) |
| 12708 | ||
| - | 4340 | 24.4% |
| ' | 571 | 3.2% |
| ( | 79 | 0.4% |
| ) | 79 | 0.4% |
| . | 39 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 367458 | |
| None | 3377 | 0.9% |
| Latin Ext Additional | 82 | < 0.1% |
Most frequent character per block
| Value | Count | Frequency (%) |
| a | 54764 | |
| n | 29578 | 8.0% |
| i | 25087 | 6.8% |
| e | 23322 | 6.3% |
| r | 21272 | 5.8% |
| o | 21243 | 5.8% |
| l | 17914 | 4.9% |
| t | 15922 | 4.3% |
| s | 14597 | 4.0% |
| 12708 | 3.5% | |
| Other values (48) | 131051 |
| Value | Count | Frequency (%) |
| ủ | 30 | |
| ộ | 30 | |
| ỉ | 11 | 13.4% |
| ầ | 11 | 13.4% |
| Value | Count | Frequency (%) |
| é | 681 | |
| á | 669 | |
| í | 549 | |
| ô | 505 | |
| ã | 337 | |
| ó | 218 | 6.5% |
| ü | 204 | 6.0% |
| è | 50 | 1.5% |
| à | 39 | 1.2% |
| ä | 26 | 0.8% |
| Other values (12) | 99 | 2.9% |
| Distinct | 147 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| United States | |
|---|---|
| Australia | 2137 |
| France | 2114 |
| Mexico | 2012 |
| Germany | 1570 |
| Other values (142) |
Length
| Max length | 32 |
|---|---|
| Median length | 8 |
| Mean length | 8.849600998 |
| Min length | 4 |
Characters and Unicode
| Total characters | 340453 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | United States |
|---|---|
| 2nd row | Netherlands |
| 3rd row | Cambodia |
| 4th row | Peru |
| 5th row | United Kingdom |
| Value | Count | Frequency (%) |
| United States | 7556 | |
| Australia | 2137 | 5.6% |
| France | 2114 | 5.5% |
| Mexico | 2012 | 5.2% |
| Germany | 1570 | 4.1% |
| China | 1400 | 3.6% |
| United Kingdom | 1220 | 3.2% |
| Brazil | 1208 | 3.1% |
| India | 1154 | 3.0% |
| Indonesia | 1057 | 2.7% |
| Other values (137) | 17043 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| united | 8787 | 17.2% |
| states | 7556 | 14.8% |
| australia | 2137 | 4.2% |
| france | 2114 | 4.1% |
| mexico | 2012 | 3.9% |
| germany | 1570 | 3.1% |
| china | 1400 | 2.7% |
| kingdom | 1220 | 2.4% |
| brazil | 1208 | 2.4% |
| india | 1154 | 2.3% |
| Other values (154) | 22018 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 41325 | 12.1% |
| e | 32547 | 9.6% |
| t | 30534 | 9.0% |
| i | 30506 | 9.0% |
| n | 27638 | 8.1% |
| d | 16001 | 4.7% |
| r | 15216 | 4.5% |
| s | 13828 | 4.1% |
| 12705 | 3.7% | |
| o | 10881 | 3.2% |
| Other values (44) | 109272 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 276908 | |
| Uppercase Letter | 50547 | 14.8% |
| Space Separator | 12705 | 3.7% |
| Open Punctuation | 100 | < 0.1% |
| Close Punctuation | 100 | < 0.1% |
| Other Punctuation | 85 | < 0.1% |
| Dash Punctuation | 8 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 41325 | |
| e | 32547 | |
| t | 30534 | |
| i | 30506 | |
| n | 27638 | |
| d | 16001 | 5.8% |
| r | 15216 | 5.5% |
| s | 13828 | 5.0% |
| o | 10881 | 3.9% |
| l | 10138 | 3.7% |
| Other values (16) | 48294 |
| Value | Count | Frequency (%) |
| S | 10051 | |
| U | 9143 | |
| I | 3997 | 7.9% |
| A | 3616 | 7.2% |
| C | 3174 | 6.3% |
| M | 2806 | 5.6% |
| F | 2154 | 4.3% |
| G | 2125 | 4.2% |
| N | 2031 | 4.0% |
| B | 1762 | 3.5% |
| Other values (13) | 9688 |
| Value | Count | Frequency (%) |
| 12705 |
| Value | Count | Frequency (%) |
| ( | 100 |
| Value | Count | Frequency (%) |
| ) | 100 |
| Value | Count | Frequency (%) |
| ' | 85 |
| Value | Count | Frequency (%) |
| - | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 327455 | |
| Common | 12998 | 3.8% |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 41325 | |
| e | 32547 | 9.9% |
| t | 30534 | 9.3% |
| i | 30506 | 9.3% |
| n | 27638 | 8.4% |
| d | 16001 | 4.9% |
| r | 15216 | 4.6% |
| s | 13828 | 4.2% |
| o | 10881 | 3.3% |
| l | 10138 | 3.1% |
| Other values (39) | 98841 |
| Value | Count | Frequency (%) |
| 12705 | ||
| ( | 100 | 0.8% |
| ) | 100 | 0.8% |
| ' | 85 | 0.7% |
| - | 8 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 340453 |
Most frequent character per block
| Value | Count | Frequency (%) |
| a | 41325 | 12.1% |
| e | 32547 | 9.6% |
| t | 30534 | 9.0% |
| i | 30506 | 9.0% |
| n | 27638 | 8.1% |
| d | 16001 | 4.7% |
| r | 15216 | 4.5% |
| s | 13828 | 4.1% |
| 12705 | 3.7% | |
| o | 10881 | 3.2% |
| Other values (44) | 109272 |
| Distinct | 609 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 30915 |
| Missing (%) | 80.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55150.06392 |
|---|---|
| Minimum | 1040 |
| Maximum | 99301 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 300.7 KiB |
Quantile statistics
| Minimum | 1040 |
|---|---|
| 5-th percentile | 10009 |
| Q1 | 23223 |
| median | 56301 |
| Q3 | 90008 |
| 95-th percentile | 97567 |
| Maximum | 99301 |
| Range | 98261 |
| Interquartile range (IQR) | 66785 |
Descriptive statistics
| Standard deviation | 32021.07257 |
|---|---|
| Coefficient of variation (CV) | 0.5806171433 |
| Kurtosis | -1.494324426 |
| Mean | 55150.06392 |
| Median Absolute Deviation (MAD) | 33703 |
| Skewness | -0.1265501212 |
| Sum | 416713883 |
| Variance | 1025349088 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10035 | 202 | 0.5% |
| 10024 | 186 | 0.5% |
| 10009 | 172 | 0.4% |
| 94122 | 154 | 0.4% |
| 10011 | 147 | 0.4% |
| 19134 | 127 | 0.3% |
| 98105 | 126 | 0.3% |
| 90049 | 117 | 0.3% |
| 94110 | 117 | 0.3% |
| 98103 | 116 | 0.3% |
| Other values (599) | 6092 | 15.8% |
| (Missing) | 30915 |
| Value | Count | Frequency (%) |
| 1040 | 1 | < 0.1% |
| 1453 | 4 | < 0.1% |
| 1752 | 2 | < 0.1% |
| 1810 | 4 | < 0.1% |
| 1841 | 27 |
| Value | Count | Frequency (%) |
| 99301 | 3 | |
| 99207 | 5 | |
| 98661 | 4 | |
| 98632 | 3 | |
| 98502 | 5 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| APAC | |
|---|---|
| LATAM | |
| US | |
| EU | |
| EMEA | |
| Other values (2) |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.614098932 |
| Min length | 2 |
Characters and Unicode
| Total characters | 139038 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | US |
|---|---|
| 2nd row | EU |
| 3rd row | APAC |
| 4th row | LATAM |
| 5th row | EU |
| Value | Count | Frequency (%) |
| APAC | 8242 | |
| LATAM | 7734 | |
| US | 7556 | |
| EU | 7469 | |
| EMEA | 3735 | |
| Africa | 3450 | |
| Canada | 285 | 0.7% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| apac | 8242 | |
| latam | 7734 | |
| us | 7556 | |
| eu | 7469 | |
| emea | 3735 | |
| africa | 3450 | |
| canada | 285 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 39137 | |
| U | 15025 | 10.8% |
| E | 14939 | 10.7% |
| M | 11469 | 8.2% |
| C | 8527 | 6.1% |
| P | 8242 | 5.9% |
| L | 7734 | 5.6% |
| T | 7734 | 5.6% |
| S | 7556 | 5.4% |
| a | 4305 | 3.1% |
| Other values (6) | 14370 | 10.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 120363 | |
| Lowercase Letter | 18675 | 13.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 39137 | |
| U | 15025 | 12.5% |
| E | 14939 | 12.4% |
| M | 11469 | 9.5% |
| C | 8527 | 7.1% |
| P | 8242 | 6.8% |
| L | 7734 | 6.4% |
| T | 7734 | 6.4% |
| S | 7556 | 6.3% |
| Value | Count | Frequency (%) |
| a | 4305 | |
| f | 3450 | |
| r | 3450 | |
| i | 3450 | |
| c | 3450 | |
| n | 285 | 1.5% |
| d | 285 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 139038 |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 39137 | |
| U | 15025 | 10.8% |
| E | 14939 | 10.7% |
| M | 11469 | 8.2% |
| C | 8527 | 6.1% |
| P | 8242 | 5.9% |
| L | 7734 | 5.6% |
| T | 7734 | 5.6% |
| S | 7556 | 5.4% |
| a | 4305 | 3.1% |
| Other values (6) | 14370 | 10.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 139038 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 39137 | |
| U | 15025 | 10.8% |
| E | 14939 | 10.7% |
| M | 11469 | 8.2% |
| C | 8527 | 6.1% |
| P | 8242 | 5.9% |
| L | 7734 | 5.6% |
| T | 7734 | 5.6% |
| S | 7556 | 5.4% |
| a | 4305 | 3.1% |
| Other values (6) | 14370 | 10.3% |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| Central | |
|---|---|
| South | |
| EMEA | |
| North | |
| Africa | |
| Other values (8) |
Length
| Max length | 14 |
|---|---|
| Median length | 6 |
| Mean length | 6.634165995 |
| Min length | 4 |
Characters and Unicode
| Total characters | 255223 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | South |
|---|---|
| 2nd row | Central |
| 3rd row | Southeast Asia |
| 4th row | South |
| 5th row | North |
| Value | Count | Frequency (%) |
| Central | 8318 | |
| South | 5012 | |
| EMEA | 3735 | |
| North | 3606 | |
| Africa | 3450 | |
| Oceania | 2628 | 6.8% |
| West | 2412 | 6.3% |
| Southeast Asia | 2334 | 6.1% |
| East | 2148 | 5.6% |
| North Asia | 1741 | 4.5% |
| Other values (3) | 3087 | 8.0% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| central | 9857 | |
| asia | 5614 | |
| north | 5347 | |
| south | 5012 | |
| emea | 3735 | 8.5% |
| africa | 3450 | 7.8% |
| oceania | 2628 | 6.0% |
| west | 2412 | 5.5% |
| southeast | 2334 | 5.3% |
| east | 2148 | 4.9% |
| Other values (2) | 1548 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 32040 | |
| t | 29444 | 11.5% |
| r | 19917 | 7.8% |
| e | 18494 | 7.2% |
| n | 14033 | 5.5% |
| i | 12955 | 5.1% |
| A | 12799 | 5.0% |
| o | 12693 | 5.0% |
| h | 12693 | 5.0% |
| s | 12508 | 4.9% |
| Other values (14) | 77647 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 194319 | |
| Uppercase Letter | 55290 | 21.7% |
| Space Separator | 5614 | 2.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 32040 | |
| t | 29444 | |
| r | 19917 | |
| e | 18494 | |
| n | 14033 | |
| i | 12955 | |
| o | 12693 | 6.5% |
| h | 12693 | 6.5% |
| s | 12508 | 6.4% |
| l | 9857 | 5.1% |
| Other values (5) | 19685 |
| Value | Count | Frequency (%) |
| A | 12799 | |
| C | 11405 | |
| E | 9618 | |
| S | 7346 | |
| N | 5347 | |
| M | 3735 | 6.8% |
| O | 2628 | 4.8% |
| W | 2412 | 4.4% |
| Value | Count | Frequency (%) |
| 5614 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 249609 | |
| Common | 5614 | 2.2% |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 32040 | |
| t | 29444 | |
| r | 19917 | 8.0% |
| e | 18494 | 7.4% |
| n | 14033 | 5.6% |
| i | 12955 | 5.2% |
| A | 12799 | 5.1% |
| o | 12693 | 5.1% |
| h | 12693 | 5.1% |
| s | 12508 | 5.0% |
| Other values (13) | 72033 |
| Value | Count | Frequency (%) |
| 5614 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 255223 |
Most frequent character per block
| Value | Count | Frequency (%) |
| a | 32040 | |
| t | 29444 | 11.5% |
| r | 19917 | 7.8% |
| e | 18494 | 7.2% |
| n | 14033 | 5.5% |
| i | 12955 | 5.1% |
| A | 12799 | 5.0% |
| o | 12693 | 5.0% |
| h | 12693 | 5.0% |
| s | 12508 | 4.9% |
| Other values (14) | 77647 |
| Distinct | 9815 |
|---|---|
| Distinct (%) | 25.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| OFF-AR-10003651 | 27 |
|---|---|
| OFF-AR-10003829 | 25 |
| OFF-BI-10003708 | 25 |
| OFF-BI-10004632 | 22 |
| OFF-BI-10002799 | 21 |
| Other values (9810) |
Length
| Max length | 16 |
|---|---|
| Median length | 15 |
| Mean length | 15.19422422 |
| Min length | 15 |
Characters and Unicode
| Total characters | 584537 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1729 ? |
|---|---|
| Unique (%) | 4.5% |
Sample
| 1st row | TEC-AC-10004227 |
|---|---|
| 2nd row | OFF-LA-10003699 |
| 3rd row | FUR-BO-10000112 |
| 4th row | FUR-CH-10004338 |
| 5th row | OFF-ST-10001646 |
| Value | Count | Frequency (%) |
| OFF-AR-10003651 | 27 | 0.1% |
| OFF-AR-10003829 | 25 | 0.1% |
| OFF-BI-10003708 | 25 | 0.1% |
| OFF-BI-10004632 | 22 | 0.1% |
| OFF-BI-10002799 | 21 | 0.1% |
| OFF-BI-10000542 | 21 | 0.1% |
| FUR-CH-10003354 | 20 | 0.1% |
| OFF-BI-10004140 | 20 | 0.1% |
| OFF-BI-10003650 | 19 | < 0.1% |
| OFF-BI-10002570 | 19 | < 0.1% |
| Other values (9805) | 38252 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| tec-hp | 65 | 0.2% |
| off-ar-10003651 | 27 | 0.1% |
| off-bi-10003708 | 25 | 0.1% |
| off-ar-10003829 | 25 | 0.1% |
| off-bi-10004632 | 22 | 0.1% |
| off-bi-10002799 | 21 | 0.1% |
| off-bi-10000542 | 21 | 0.1% |
| fur-ch-10003354 | 20 | 0.1% |
| off-bi-10004140 | 20 | 0.1% |
| off-bi-10003650 | 19 | < 0.1% |
| Other values (9806) | 38271 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 134600 | |
| - | 76942 | |
| F | 58466 | |
| 1 | 57892 | |
| O | 27809 | 4.8% |
| 2 | 19214 | 3.3% |
| 3 | 19162 | 3.3% |
| 4 | 18964 | 3.2% |
| A | 15211 | 2.6% |
| C | 14404 | 2.5% |
| Other values (25) | 141873 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 307768 | |
| Uppercase Letter | 199762 | |
| Dash Punctuation | 76942 | 13.2% |
| Space Separator | 65 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| F | 58466 | |
| O | 27809 | |
| A | 15211 | 7.6% |
| C | 14404 | 7.2% |
| T | 12026 | 6.0% |
| E | 11519 | 5.8% |
| U | 11185 | 5.6% |
| R | 11037 | 5.5% |
| S | 6338 | 3.2% |
| B | 6164 | 3.1% |
| Other values (13) | 25603 |
| Value | Count | Frequency (%) |
| 0 | 134600 | |
| 1 | 57892 | |
| 2 | 19214 | 6.2% |
| 3 | 19162 | 6.2% |
| 4 | 18964 | 6.2% |
| 5 | 12164 | 4.0% |
| 7 | 11675 | 3.8% |
| 9 | 11542 | 3.8% |
| 8 | 11500 | 3.7% |
| 6 | 11055 | 3.6% |
| Value | Count | Frequency (%) |
| - | 76942 |
| Value | Count | Frequency (%) |
| 65 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 384775 | |
| Latin | 199762 |
Most frequent character per script
| Value | Count | Frequency (%) |
| F | 58466 | |
| O | 27809 | |
| A | 15211 | 7.6% |
| C | 14404 | 7.2% |
| T | 12026 | 6.0% |
| E | 11519 | 5.8% |
| U | 11185 | 5.6% |
| R | 11037 | 5.5% |
| S | 6338 | 3.2% |
| B | 6164 | 3.1% |
| Other values (13) | 25603 |
| Value | Count | Frequency (%) |
| 0 | 134600 | |
| - | 76942 | |
| 1 | 57892 | |
| 2 | 19214 | 5.0% |
| 3 | 19162 | 5.0% |
| 4 | 18964 | 4.9% |
| 5 | 12164 | 3.2% |
| 7 | 11675 | 3.0% |
| 9 | 11542 | 3.0% |
| 8 | 11500 | 3.0% |
| Other values (2) | 11120 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 584537 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 134600 | |
| - | 76942 | |
| F | 58466 | |
| 1 | 57892 | |
| O | 27809 | 4.8% |
| 2 | 19214 | 3.3% |
| 3 | 19162 | 3.3% |
| 4 | 18964 | 3.2% |
| A | 15211 | 2.6% |
| C | 14404 | 2.5% |
| Other values (25) | 141873 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| Office Supplies | |
|---|---|
| Technology | |
| Furniture |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 12.85248629 |
| Min length | 9 |
Characters and Unicode
| Total characters | 494448 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Technology |
|---|---|
| 2nd row | Office Supplies |
| 3rd row | Furniture |
| 4th row | Furniture |
| 5th row | Office Supplies |
| Value | Count | Frequency (%) |
| Office Supplies | 23436 | |
| Technology | 7593 | 19.7% |
| Furniture | 7442 | 19.3% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| office | 23436 | |
| supplies | 23436 | |
| technology | 7593 | 12.3% |
| furniture | 7442 | 12.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 61907 | |
| i | 54314 | |
| f | 46872 | |
| p | 46872 | |
| u | 38320 | 7.8% |
| c | 31029 | 6.3% |
| l | 31029 | 6.3% |
| O | 23436 | 4.7% |
| 23436 | 4.7% | |
| S | 23436 | 4.7% |
| Other values (10) | 113797 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 409105 | |
| Uppercase Letter | 61907 | 12.5% |
| Space Separator | 23436 | 4.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 61907 | |
| i | 54314 | |
| f | 46872 | |
| p | 46872 | |
| u | 38320 | |
| c | 31029 | |
| l | 31029 | |
| s | 23436 | 5.7% |
| o | 15186 | 3.7% |
| n | 15035 | 3.7% |
| Other values (5) | 45105 |
| Value | Count | Frequency (%) |
| O | 23436 | |
| S | 23436 | |
| T | 7593 | 12.3% |
| F | 7442 | 12.0% |
| Value | Count | Frequency (%) |
| 23436 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 471012 | |
| Common | 23436 | 4.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 61907 | |
| i | 54314 | |
| f | 46872 | |
| p | 46872 | |
| u | 38320 | |
| c | 31029 | 6.6% |
| l | 31029 | 6.6% |
| O | 23436 | 5.0% |
| S | 23436 | 5.0% |
| s | 23436 | 5.0% |
| Other values (9) | 90361 |
| Value | Count | Frequency (%) |
| 23436 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494448 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 61907 | |
| i | 54314 | |
| f | 46872 | |
| p | 46872 | |
| u | 38320 | 7.8% |
| c | 31029 | 6.3% |
| l | 31029 | 6.3% |
| O | 23436 | 4.7% |
| 23436 | 4.7% | |
| S | 23436 | 4.7% |
| Other values (10) | 113797 |
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| Binders | |
|---|---|
| Storage | |
| Art | |
| Paper | |
| Chairs | |
| Other values (12) |
Length
| Max length | 11 |
|---|---|
| Median length | 7 |
| Mean length | 7.23516415 |
| Min length | 3 |
Characters and Unicode
| Total characters | 278344 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Accessories |
|---|---|
| 2nd row | Labels |
| 3rd row | Bookcases |
| 4th row | Chairs |
| 5th row | Storage |
| Value | Count | Frequency (%) |
| Binders | 4614 | |
| Storage | 3802 | 9.9% |
| Art | 3639 | 9.5% |
| Paper | 2663 | 6.9% |
| Chairs | 2576 | 6.7% |
| Phones | 2547 | 6.6% |
| Furnishings | 2372 | 6.2% |
| Accessories | 2344 | 6.1% |
| Labels | 1950 | 5.1% |
| Bookcases | 1835 | 4.8% |
| Other values (7) | 10129 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| binders | 4614 | |
| storage | 3802 | 9.9% |
| art | 3639 | 9.5% |
| paper | 2663 | 6.9% |
| chairs | 2576 | 6.7% |
| phones | 2547 | 6.6% |
| furnishings | 2372 | 6.2% |
| accessories | 2344 | 6.1% |
| labels | 1950 | 5.1% |
| bookcases | 1835 | 4.8% |
| Other values (7) | 10129 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 39070 | |
| e | 35865 | |
| r | 25432 | 9.1% |
| i | 20111 | 7.2% |
| n | 17947 | 6.4% |
| a | 17698 | 6.4% |
| o | 15806 | 5.7% |
| p | 12368 | 4.4% |
| t | 9249 | 3.3% |
| c | 8928 | 3.2% |
| Other values (18) | 75870 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 239873 | |
| Uppercase Letter | 38471 | 13.8% |
Most frequent character per category
| Value | Count | Frequency (%) |
| s | 39070 | |
| e | 35865 | |
| r | 25432 | |
| i | 20111 | |
| n | 17947 | |
| a | 17698 | |
| o | 15806 | |
| p | 12368 | 5.2% |
| t | 9249 | 3.9% |
| c | 8928 | 3.7% |
| Other values (8) | 37399 |
| Value | Count | Frequency (%) |
| A | 7300 | |
| B | 6449 | |
| S | 5616 | |
| P | 5210 | |
| C | 4190 | |
| F | 4180 | |
| L | 1950 | 5.1% |
| E | 1829 | 4.8% |
| M | 1088 | 2.8% |
| T | 659 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 278344 |
Most frequent character per script
| Value | Count | Frequency (%) |
| s | 39070 | |
| e | 35865 | |
| r | 25432 | 9.1% |
| i | 20111 | 7.2% |
| n | 17947 | 6.4% |
| a | 17698 | 6.4% |
| o | 15806 | 5.7% |
| p | 12368 | 4.4% |
| t | 9249 | 3.3% |
| c | 8928 | 3.2% |
| Other values (18) | 75870 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 278344 |
Most frequent character per block
| Value | Count | Frequency (%) |
| s | 39070 | |
| e | 35865 | |
| r | 25432 | 9.1% |
| i | 20111 | 7.2% |
| n | 17947 | 6.4% |
| a | 17698 | 6.4% |
| o | 15806 | 5.7% |
| p | 12368 | 4.4% |
| t | 9249 | 3.3% |
| c | 8928 | 3.2% |
| Other values (18) | 75870 |
| Distinct | 3750 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| Staples | 165 |
|---|---|
| Cardinal Index Tab, Clear | 72 |
| Ibico Index Tab, Clear | 67 |
| Eldon File Cart, Single Width | 66 |
| Smead File Cart, Single Width | 63 |
| Other values (3745) |
Length
| Max length | 127 |
|---|---|
| Median length | 29 |
| Mean length | 30.90800863 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1189062 |
|---|---|
| Distinct characters | 85 |
| Distinct categories | 12 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 181 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | SanDisk Ultra 16 GB MicroSDHC Class 10 Memory Card |
|---|---|
| 2nd row | Smead File Folder Labels, Adjustable |
| 3rd row | Dania Corner Shelving, Pine |
| 4th row | Hon Bag Chairs, Red |
| 5th row | Fellowes Box, Wire Frame |
| Value | Count | Frequency (%) |
| Staples | 165 | 0.4% |
| Cardinal Index Tab, Clear | 72 | 0.2% |
| Ibico Index Tab, Clear | 67 | 0.2% |
| Eldon File Cart, Single Width | 66 | 0.2% |
| Smead File Cart, Single Width | 63 | 0.2% |
| Sanford Pencil Sharpener, Water Color | 60 | 0.2% |
| Acco Index Tab, Clear | 59 | 0.2% |
| Rogers File Cart, Single Width | 57 | 0.1% |
| Tenex File Cart, Single Width | 53 | 0.1% |
| Stanley Pencil Sharpener, Water Color | 50 | 0.1% |
| Other values (3740) | 37759 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| labels | 1783 | 1.0% |
| recycled | 1729 | 1.0% |
| with | 1672 | 1.0% |
| set | 1599 | 0.9% |
| color | 1580 | 0.9% |
| blue | 1568 | 0.9% |
| durable | 1561 | 0.9% |
| black | 1528 | 0.9% |
| avery | 1464 | 0.8% |
| clear | 1414 | 0.8% |
| Other values (2797) | 158116 |
Most occurring characters
| Value | Count | Frequency (%) |
| 135239 | 11.4% | |
| e | 116177 | 9.8% |
| a | 70919 | 6.0% |
| r | 68645 | 5.8% |
| o | 66508 | 5.6% |
| l | 60120 | 5.1% |
| i | 59436 | 5.0% |
| n | 50986 | 4.3% |
| t | 47003 | 4.0% |
| s | 45347 | 3.8% |
| Other values (75) | 468682 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 814433 | |
| Uppercase Letter | 176764 | 14.9% |
| Space Separator | 135585 | 11.4% |
| Other Punctuation | 37615 | 3.2% |
| Decimal Number | 19537 | 1.6% |
| Dash Punctuation | 4945 | 0.4% |
| Open Punctuation | 47 | < 0.1% |
| Close Punctuation | 47 | < 0.1% |
| Final Punctuation | 46 | < 0.1% |
| Math Symbol | 26 | < 0.1% |
| Other values (2) | 17 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 116177 | |
| a | 70919 | 8.7% |
| r | 68645 | 8.4% |
| o | 66508 | 8.2% |
| l | 60120 | 7.4% |
| i | 59436 | 7.3% |
| n | 50986 | 6.3% |
| t | 47003 | 5.8% |
| s | 45347 | 5.6% |
| c | 32468 | 4.0% |
| Other values (18) | 196824 |
| Value | Count | Frequency (%) |
| S | 24995 | |
| C | 20660 | |
| B | 17076 | 9.7% |
| P | 13620 | 7.7% |
| E | 9728 | 5.5% |
| A | 9333 | 5.3% |
| F | 9227 | 5.2% |
| M | 8017 | 4.5% |
| R | 7798 | 4.4% |
| T | 7576 | 4.3% |
| Other values (16) | 48734 |
| Value | Count | Frequency (%) |
| , | 33277 | |
| / | 1197 | 3.2% |
| & | 1070 | 2.8% |
| " | 986 | 2.6% |
| . | 778 | 2.1% |
| ' | 181 | 0.5% |
| # | 70 | 0.2% |
| % | 35 | 0.1% |
| * | 7 | < 0.1% |
| ! | 7 | < 0.1% |
| Other values (2) | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 4091 | |
| 0 | 3939 | |
| 5 | 2343 | |
| 2 | 2082 | |
| 3 | 2012 | |
| 8 | 1389 | 7.1% |
| 4 | 1352 | 6.9% |
| 9 | 929 | 4.8% |
| 6 | 726 | 3.7% |
| 7 | 674 | 3.4% |
| Value | Count | Frequency (%) |
| 135239 | ||
| 346 | 0.3% |
| Value | Count | Frequency (%) |
| - | 4945 |
| Value | Count | Frequency (%) |
| ( | 47 |
| Value | Count | Frequency (%) |
| ) | 47 |
| Value | Count | Frequency (%) |
| ¾ | 3 |
| Value | Count | Frequency (%) |
| ” | 46 |
| Value | Count | Frequency (%) |
| + | 26 |
| Value | Count | Frequency (%) |
| “ | 14 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 991197 | |
| Common | 197865 | 16.6% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 116177 | 11.7% |
| a | 70919 | 7.2% |
| r | 68645 | 6.9% |
| o | 66508 | 6.7% |
| l | 60120 | 6.1% |
| i | 59436 | 6.0% |
| n | 50986 | 5.1% |
| t | 47003 | 4.7% |
| s | 45347 | 4.6% |
| c | 32468 | 3.3% |
| Other values (44) | 373588 |
| Value | Count | Frequency (%) |
| 135239 | ||
| , | 33277 | 16.8% |
| - | 4945 | 2.5% |
| 1 | 4091 | 2.1% |
| 0 | 3939 | 2.0% |
| 5 | 2343 | 1.2% |
| 2 | 2082 | 1.1% |
| 3 | 2012 | 1.0% |
| 8 | 1389 | 0.7% |
| 4 | 1352 | 0.7% |
| Other values (21) | 7196 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1188637 | |
| None | 365 | < 0.1% |
| Punctuation | 60 | < 0.1% |
Most frequent character per block
| Value | Count | Frequency (%) |
| 135239 | 11.4% | |
| e | 116177 | 9.8% |
| a | 70919 | 6.0% |
| r | 68645 | 5.8% |
| o | 66508 | 5.6% |
| l | 60120 | 5.1% |
| i | 59436 | 5.0% |
| n | 50986 | 4.3% |
| t | 47003 | 4.0% |
| s | 45347 | 3.8% |
| Other values (69) | 468257 |
| Value | Count | Frequency (%) |
| 346 | ||
| é | 14 | 3.8% |
| ¾ | 3 | 0.8% |
| à | 2 | 0.5% |
| Value | Count | Frequency (%) |
| ” | 46 | |
| “ | 14 | 23.3% |
Sales
Real number (ℝ≥0)
| Distinct | 22491 |
|---|---|
| Distinct (%) | 58.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 246.182845 |
|---|---|
| Minimum | 0.444 |
| Maximum | 22638.48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 300.7 KiB |
Quantile statistics
| Minimum | 0.444 |
|---|---|
| 5-th percentile | 8.72 |
| Q1 | 30.69 |
| median | 85.44 |
| Q3 | 250.8972 |
| 95-th percentile | 1008.10134 |
| Maximum | 22638.48 |
| Range | 22638.036 |
| Interquartile range (IQR) | 220.2072 |
Descriptive statistics
| Standard deviation | 493.7178054 |
|---|---|
| Coefficient of variation (CV) | 2.005492322 |
| Kurtosis | 211.2107054 |
| Mean | 246.182845 |
| Median Absolute Deviation (MAD) | 67.26 |
| Skewness | 8.949622475 |
| Sum | 9470900.23 |
| Variance | 243757.2714 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 12.96 | 38 | 0.1% |
| 19.44 | 31 | 0.1% |
| 24 | 29 | 0.1% |
| 10.368 | 28 | 0.1% |
| 32.4 | 26 | 0.1% |
| 25.92 | 26 | 0.1% |
| 17.52 | 25 | 0.1% |
| 15.552 | 24 | 0.1% |
| 27.96 | 23 | 0.1% |
| 12.36 | 20 | 0.1% |
| Other values (22481) | 38201 |
| Value | Count | Frequency (%) |
| 0.444 | 1 | |
| 0.556 | 1 | |
| 0.836 | 1 | |
| 0.984 | 1 | |
| 0.99 | 1 |
| Value | Count | Frequency (%) |
| 22638.48 | 1 | |
| 17499.95 | 1 | |
| 13999.96 | 1 | |
| 11199.968 | 1 | |
| 10499.97 | 1 |
Quantity
Real number (ℝ≥0)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.475630995 |
|---|---|
| Minimum | 1 |
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 300.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.280458594 |
|---|---|
| Coefficient of variation (CV) | 0.6561279368 |
| Kurtosis | 2.331191556 |
| Mean | 3.475630995 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.371360107 |
| Sum | 133711 |
| Variance | 5.200491397 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 2 | 9598 | |
| 3 | 7260 | |
| 1 | 6706 | |
| 4 | 4797 | |
| 5 | 3652 | 9.5% |
| 6 | 2243 | 5.8% |
| 7 | 1806 | 4.7% |
| 8 | 1013 | 2.6% |
| 9 | 738 | 1.9% |
| 10 | 198 | 0.5% |
| Other values (4) | 460 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 6706 | |
| 2 | 9598 | |
| 3 | 7260 | |
| 4 | 4797 | |
| 5 | 3652 | 9.5% |
| Value | Count | Frequency (%) |
| 14 | 147 | |
| 13 | 62 | 0.2% |
| 12 | 130 | |
| 11 | 121 | |
| 10 | 198 |
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1431364924 |
|---|---|
| Minimum | 0 |
| Maximum | 0.85 |
| Zeros | 21767 |
| Zeros (%) | 56.6% |
| Memory size | 300.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.2 |
| 95-th percentile | 0.6 |
| Maximum | 0.85 |
| Range | 0.85 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.2124342108 |
|---|---|
| Coefficient of variation (CV) | 1.484137323 |
| Kurtosis | 0.7146596297 |
| Mean | 0.1431364924 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.386732947 |
| Sum | 5506.604 |
| Variance | 0.0451282939 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 0 | 21767 | |
| 0.2 | 3781 | 9.8% |
| 0.1 | 3057 | 7.9% |
| 0.4 | 2382 | 6.2% |
| 0.6 | 1509 | 3.9% |
| 0.7 | 1343 | 3.5% |
| 0.5 | 1217 | 3.2% |
| 0.17 | 558 | 1.5% |
| 0.47 | 544 | 1.4% |
| 0.15 | 333 | 0.9% |
| Other values (19) | 1980 | 5.1% |
| Value | Count | Frequency (%) |
| 0 | 21767 | |
| 0.002 | 316 | 0.8% |
| 0.07 | 104 | 0.3% |
| 0.1 | 3057 | 7.9% |
| 0.15 | 333 | 0.9% |
| Value | Count | Frequency (%) |
| 0.85 | 1 | < 0.1% |
| 0.8 | 242 | 0.6% |
| 0.7 | 1343 | |
| 0.65 | 14 | < 0.1% |
| 0.602 | 14 | < 0.1% |
| Distinct | 22674 |
|---|---|
| Distinct (%) | 58.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.81932709 |
|---|---|
| Minimum | -4088.376 |
| Maximum | 8399.976 |
| Zeros | 510 |
| Zeros (%) | 1.3% |
| Memory size | 300.7 KiB |
Quantile statistics
| Minimum | -4088.376 |
|---|---|
| 5-th percentile | -84.765 |
| Q1 | 0 |
| median | 9.27 |
| Q3 | 36.97965 |
| 95-th percentile | 211.887 |
| Maximum | 8399.976 |
| Range | 12488.352 |
| Interquartile range (IQR) | 36.97965 |
Descriptive statistics
| Standard deviation | 177.1409931 |
|---|---|
| Coefficient of variation (CV) | 6.146604069 |
| Kurtosis | 301.2305522 |
| Mean | 28.81932709 |
| Median Absolute Deviation (MAD) | 16.05 |
| Skewness | 6.426160608 |
| Sum | 1108708.332 |
| Variance | 31378.93145 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 510 | 1.3% |
| 7.92 | 47 | 0.1% |
| 3.96 | 44 | 0.1% |
| 4.32 | 44 | 0.1% |
| 5.28 | 42 | 0.1% |
| 2.97 | 41 | 0.1% |
| 9 | 41 | 0.1% |
| 2.64 | 41 | 0.1% |
| 2.88 | 39 | 0.1% |
| 1.26 | 37 | 0.1% |
| Other values (22664) | 37585 |
| Value | Count | Frequency (%) |
| -4088.376 | 1 | |
| -3839.9904 | 1 | |
| -3701.8928 | 1 | |
| -3399.98 | 1 | |
| -3009.435 | 1 |
| Value | Count | Frequency (%) |
| 8399.976 | 1 | |
| 6719.9808 | 1 | |
| 5039.9856 | 1 | |
| 4946.37 | 1 | |
| 4630.4755 | 1 |
Shipping Cost
Real number (ℝ≥0)
| Distinct | 14135 |
|---|---|
| Distinct (%) | 36.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.30097417 |
|---|---|
| Minimum | 0.002 |
| Maximum | 933.57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 300.7 KiB |
Quantile statistics
| Minimum | 0.002 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 2.6 |
| median | 7.82 |
| Q3 | 24.43 |
| 95-th percentile | 111.19 |
| Maximum | 933.57 |
| Range | 933.568 |
| Interquartile range (IQR) | 21.83 |
Descriptive statistics
| Standard deviation | 57.31690842 |
|---|---|
| Coefficient of variation (CV) | 2.179269408 |
| Kurtosis | 50.44812565 |
| Mean | 26.30097417 |
| Median Absolute Deviation (MAD) | 6.44 |
| Skewness | 5.906416938 |
| Sum | 1011824.777 |
| Variance | 3285.22799 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.35 | 54 | 0.1% |
| 0.64 | 52 | 0.1% |
| 0.86 | 49 | 0.1% |
| 0.71 | 48 | 0.1% |
| 0.79 | 47 | 0.1% |
| 1.75 | 45 | 0.1% |
| 1.26 | 45 | 0.1% |
| 0.85 | 44 | 0.1% |
| 0.67 | 44 | 0.1% |
| 0.98 | 43 | 0.1% |
| Other values (14125) | 38000 |
| Value | Count | Frequency (%) |
| 0.002 | 1 | < 0.1% |
| 0.003 | 1 | < 0.1% |
| 0.01 | 5 | |
| 0.019 | 1 | < 0.1% |
| 0.02 | 3 |
| Value | Count | Frequency (%) |
| 933.57 | 1 | |
| 915.49 | 1 | |
| 910.16 | 1 | |
| 897.35 | 1 | |
| 867.69 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.7 KiB |
| Medium | |
|---|---|
| High | |
| Critical | |
| Low | 1840 |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 5.404746432 |
| Min length | 3 |
Characters and Unicode
| Total characters | 207926 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | Low |
| 3rd row | Medium |
| 4th row | Medium |
| 5th row | Medium |
| Value | Count | Frequency (%) |
| Medium | 22087 | |
| High | 11617 | |
| Critical | 2927 | 7.6% |
| Low | 1840 | 4.8% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| medium | 22087 | |
| high | 11617 | |
| critical | 2927 | 7.6% |
| low | 1840 | 4.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 39558 | |
| M | 22087 | |
| e | 22087 | |
| d | 22087 | |
| u | 22087 | |
| m | 22087 | |
| H | 11617 | 5.6% |
| g | 11617 | 5.6% |
| h | 11617 | 5.6% |
| C | 2927 | 1.4% |
| Other values (8) | 20155 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 169455 | |
| Uppercase Letter | 38471 | 18.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| i | 39558 | |
| e | 22087 | |
| d | 22087 | |
| u | 22087 | |
| m | 22087 | |
| g | 11617 | 6.9% |
| h | 11617 | 6.9% |
| r | 2927 | 1.7% |
| t | 2927 | 1.7% |
| c | 2927 | 1.7% |
| Other values (4) | 9534 | 5.6% |
| Value | Count | Frequency (%) |
| M | 22087 | |
| H | 11617 | |
| C | 2927 | 7.6% |
| L | 1840 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 207926 |
Most frequent character per script
| Value | Count | Frequency (%) |
| i | 39558 | |
| M | 22087 | |
| e | 22087 | |
| d | 22087 | |
| u | 22087 | |
| m | 22087 | |
| H | 11617 | 5.6% |
| g | 11617 | 5.6% |
| h | 11617 | 5.6% |
| C | 2927 | 1.4% |
| Other values (8) | 20155 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 207926 |
Most frequent character per block
| Value | Count | Frequency (%) |
| i | 39558 | |
| M | 22087 | |
| e | 22087 | |
| d | 22087 | |
| u | 22087 | |
| m | 22087 | |
| H | 11617 | 5.6% |
| g | 11617 | 5.6% |
| h | 11617 | 5.6% |
| C | 2927 | 1.4% |
| Other values (8) | 20155 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 36159 |
| Missing (%) | 94.0% |
| Memory size | 75.3 KiB |
| True | 2312 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 2312 | 6.0% |
| (Missing) | 36159 |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.974084375 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros | 1987 |
| Zeros (%) | 5.2% |
| Memory size | 300.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.737409026 |
|---|---|
| Coefficient of variation (CV) | 0.4371847355 |
| Kurtosis | -0.2569962854 |
| Mean | 3.974084375 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.4352293524 |
| Sum | 152887 |
| Variance | 3.018590125 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 4 | 10782 | |
| 5 | 8380 | |
| 2 | 5241 | |
| 6 | 4754 | |
| 3 | 3743 | 9.7% |
| 7 | 2340 | 6.1% |
| 0 | 1987 | 5.2% |
| 1 | 1244 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 1987 | 5.2% |
| 1 | 1244 | 3.2% |
| 2 | 5241 | |
| 3 | 3743 | 9.7% |
| 4 | 10782 |
| Value | Count | Frequency (%) |
| 7 | 2340 | 6.1% |
| 6 | 4754 | |
| 5 | 8380 | |
| 4 | 10782 | |
| 3 | 3743 | 9.7% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| df_index | Order Date | Ship Date | Ship Mode | Customer ID | Customer Name | Segment | City | State | Country | Postal Code | Market | Region | Product ID | Category | Sub-Category | Product Name | Sales | Quantity | Discount | Profit | Shipping Cost | Order Priority | Returned | ship_delay | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 27507 | 2012-12-27 | 2012-12-31 | Standard Class | SP-20860 | a7d03c30d416fc5f7d695b495884fdd7 | Corporate | Murfreesboro | Tennessee | United States | 37130.0 | US | South | TEC-AC-10004227 | Technology | Accessories | SanDisk Ultra 16 GB MicroSDHC Class 10 Memory Card | 72.7440 | 7 | 0.20 | -12.7302 | 6.720 | Medium | NaN | 4 |
| 1 | 35511 | 2014-12-25 | 2015-01-01 | Standard Class | JD-15895 | 1b2850c124acd1bc24237b4b5228b65e | Corporate | Oosterhout | North Brabant | Netherlands | NaN | EU | Central | OFF-LA-10003699 | Office Supplies | Labels | Smead File Folder Labels, Adjustable | 23.7300 | 7 | 0.50 | -21.0000 | 3.430 | Low | NaN | 7 |
| 2 | 9172 | 2012-05-08 | 2012-05-11 | Second Class | AB-10600 | 6acab08bb2b385c8569adfd24730ee01 | Corporate | Phnom Penh | Phnom Penh | Cambodia | NaN | APAC | Southeast Asia | FUR-BO-10000112 | Furniture | Bookcases | Dania Corner Shelving, Pine | 617.1000 | 5 | 0.00 | 172.6500 | 36.380 | Medium | NaN | 3 |
| 3 | 31366 | 2011-06-30 | 2011-07-02 | Second Class | GH-14410 | 1528a0a296f3ecf500753855ea9a21a5 | Home Office | Lima | Lima (city) | Peru | NaN | LATAM | South | FUR-CH-10004338 | Furniture | Chairs | Hon Bag Chairs, Red | 54.1800 | 3 | 0.40 | -32.5200 | 4.919 | Medium | Yes | 2 |
| 4 | 24465 | 2013-06-23 | 2013-06-26 | First Class | KW-16435 | 648a7c6f93ee0f453ee1378466a84ff8 | Consumer | London | England | United Kingdom | NaN | EU | North | OFF-ST-10001646 | Office Supplies | Storage | Fellowes Box, Wire Frame | 50.6250 | 3 | 0.10 | 20.2050 | 8.570 | Medium | NaN | 3 |
| 5 | 30265 | 2013-05-23 | 2013-05-26 | First Class | FC-14245 | c7ee4888116b2f40fd3fa048c57f93c9 | Home Office | Santiago de los Caballeros | Santiago | Dominican Republic | NaN | LATAM | Caribbean | OFF-AP-10001885 | Office Supplies | Appliances | Hamilton Beach Coffee Grinder, White | 43.5200 | 2 | 0.20 | -7.0800 | 5.377 | High | NaN | 3 |
| 6 | 38009 | 2014-10-31 | 2014-11-02 | Second Class | AJ-10780 | 5d7c7e88c8e01ea1ec06adaf52008919 | Corporate | Managua | Managua | Nicaragua | NaN | LATAM | Central | OFF-PA-10000108 | Office Supplies | Paper | Green Bar Parchment Paper, 8.5 x 11 | 27.7600 | 2 | 0.00 | 13.8800 | 2.737 | Medium | NaN | 2 |
| 7 | 40266 | 2013-11-11 | 2013-11-16 | Standard Class | BN-11515 | 583495e45655d0533f2d2b772d823971 | Consumer | Hanoi | Thủ Dô Hà Nội | Vietnam | NaN | APAC | Southeast Asia | OFF-LA-10002992 | Office Supplies | Labels | Novimex Removable Labels, 5000 Label Set | 32.7684 | 4 | 0.17 | -6.3516 | 2.180 | Medium | Yes | 5 |
| 8 | 24871 | 2013-02-27 | 2013-03-04 | Standard Class | CC-12550 | 0515ed679a66bff59a161a28317b6bd4 | Consumer | Broken Hill | New South Wales | Australia | NaN | APAC | Oceania | OFF-ST-10004015 | Office Supplies | Storage | Smead Trays, Blue | 130.8960 | 3 | 0.10 | 56.6460 | 8.300 | Medium | NaN | 5 |
| 9 | 12001 | 2012-06-25 | 2012-06-30 | Second Class | JE-15475 | 45d82b7ca3728955400b9b342ec412dc | Consumer | La Seyne-sur-Mer | Provence-Alpes-Côte d'Azur | France | NaN | EU | Central | TEC-AC-10004883 | Technology | Accessories | Enermax Keyboard, Programmable | 254.8800 | 3 | 0.00 | 109.5300 | 26.590 | Medium | NaN | 5 |
Last rows
| df_index | Order Date | Ship Date | Ship Mode | Customer ID | Customer Name | Segment | City | State | Country | Postal Code | Market | Region | Product ID | Category | Sub-Category | Product Name | Sales | Quantity | Discount | Profit | Shipping Cost | Order Priority | Returned | ship_delay | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 38461 | 47191 | 2014-12-04 | 2014-12-08 | Standard Class | KH-16630 | 2e326a96a0a174fbabf7b2153c86a3c6 | Corporate | Panama City | Panama | Panama | NaN | LATAM | Central | OFF-FA-10001700 | Office Supplies | Fasteners | Accos Rubber Bands, Bulk Pack | 6.67200 | 1 | 0.400 | -0.12800 | 0.862 | High | NaN | 4 |
| 38462 | 21962 | 2014-07-11 | 2014-07-18 | Standard Class | GM-14695 | d4d0b11cd9b34e92c4a1dda4340de9f9 | Corporate | Melbourne | Victoria | Australia | NaN | APAC | Oceania | FUR-FU-10004503 | Furniture | Furnishings | Tenex Photo Frame, Black | 139.96800 | 3 | 0.100 | 43.48800 | 10.590 | Medium | NaN | 7 |
| 38463 | 37194 | 2013-05-25 | 2013-05-31 | Standard Class | GM-4440 | 3d1c57189f23bee3e938826f6556219c | Consumer | Beni Suef | Bani Suwayf | Egypt | NaN | Africa | Africa | OFF-CAR-10002031 | Office Supplies | Binders | Cardinal 3-Hole Punch, Durable | 121.20000 | 4 | 0.000 | 55.68000 | 2.960 | Medium | NaN | 6 |
| 38464 | 16850 | 2012-06-08 | 2012-06-13 | Second Class | JG-15160 | c6c64d1801f997e4e3628ed416cd160e | Consumer | Widnes | England | United Kingdom | NaN | EU | North | OFF-AR-10003384 | Office Supplies | Art | Boston Pens, Water Color | 104.40000 | 6 | 0.000 | 9.36000 | 16.560 | High | NaN | 5 |
| 38465 | 6265 | 2011-05-10 | 2011-05-10 | Same Day | BW-11110 | 2d806890acc865414ad191e4f11ec62a | Corporate | Barcelona | Catalonia | Spain | NaN | EU | South | TEC-MA-10003078 | Technology | Machines | Epson Printer, White | 469.85400 | 2 | 0.100 | -31.32600 | 54.130 | Critical | NaN | 0 |
| 38466 | 11284 | 2014-07-10 | 2014-07-14 | Second Class | PS-18970 | c90d076ff45727789cb1742f443028e1 | Home Office | Petapa | Guatemala | Guatemala | NaN | LATAM | Central | FUR-BO-10001483 | Furniture | Bookcases | Bush Corner Shelving, Metal | 246.90000 | 3 | 0.000 | 32.04000 | 28.644 | Medium | NaN | 4 |
| 38467 | 44732 | 2014-11-26 | 2014-12-02 | Standard Class | CK-12205 | 8fe3138a7ef91d7f8635f63b9d5331ad | Consumer | Panama City | Panama | Panama | NaN | LATAM | Central | OFF-LA-10002015 | Office Supplies | Labels | Hon Round Labels, Alphabetical | 15.55200 | 6 | 0.400 | 1.99200 | 1.281 | Medium | NaN | 6 |
| 38468 | 38158 | 2011-10-14 | 2011-10-18 | Second Class | LR-17035 | a916b8bb7b9fcce602d0808e2eef7979 | Corporate | Agra | Uttar Pradesh | India | NaN | APAC | Central Asia | OFF-LA-10004894 | Office Supplies | Labels | Hon Shipping Labels, Alphabetical | 44.76000 | 4 | 0.000 | 20.04000 | 2.690 | High | NaN | 4 |
| 38469 | 860 | 2012-11-06 | 2012-11-08 | First Class | NW-18400 | 2b29848d9cbad1e31f5cc583c49922cb | Consumer | San Luis Potosí | San Luis Potosí | Mexico | NaN | LATAM | North | TEC-CO-10002009 | Technology | Copiers | Brother Wireless Fax, High-Speed | 1003.34928 | 4 | 0.002 | 178.94928 | 219.533 | Critical | Yes | 2 |
| 38470 | 15795 | 2014-10-28 | 2014-10-28 | Same Day | PV-18985 | c734b7f250b798431a1d83f7b585c499 | Home Office | Franca | São Paulo | Brazil | NaN | LATAM | South | OFF-PA-10002725 | Office Supplies | Paper | Eaton Cards & Envelopes, Premium | 60.24000 | 2 | 0.000 | 18.04000 | 18.306 | Critical | NaN | 0 |